The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Numbers as on EOD 

## [1] "2021-01-08"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "88860500 (up from 88048288 yesterday: 0.92 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "1913419 (up from 1898639 yesterday: 0.78 % increase)"

Overall Confirmed Cases Count Worldwide in the past 21 Days 

## [1] 13176265

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 2.15



In- Depth Country Wise Stats (With Atleast 100000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 21862773 283204 1.31 4392056 368773 3456 0.95 1.69
India 10413417 0 0.00 408818 150570 0 0.00 1.45
Brazil 8013708 52035 0.65 850730 201460 962 0.48 2.51
Russia 3321163 23330 0.71 556320 60067 439 0.74 1.81
United Kingdom 2966244 68192 2.35 983416 79965 1333 1.70 2.70
France 2804743 41373 1.50 305214 67566 866 1.30 2.41
Turkey 2307581 11479 0.50 325491 22450 186 0.84 0.97
Italy 2237890 17529 0.79 316112 77911 620 0.80 3.48
Spain 2050360 25456 1.26 253124 51874 199 0.39 2.53
Germany 1905638 19077 1.01 418799 40022 1035 2.65 2.10
Colombia 1755568 18221 1.05 273496 45431 364 0.81 2.59
Argentina 1703352 13346 0.79 171978 44273 151 0.34 2.60
Mexico 1507931 14362 0.96 206385 132069 1038 0.79 8.76
Poland 1365645 8763 0.65 182781 30574 333 1.10 2.24
Iran 1274514 6251 0.49 128863 56018 85 0.15 4.40
South Africa 1192570 21980 1.88 291032 32425 616 1.94 2.72
Ukraine 1139800 5998 0.53 169042 20432 98 0.48 1.79
Peru 1026180 4162 0.41 36723 38049 124 0.33 3.71
Netherlands 871063 8258 0.96 196096 12269 87 0.71 1.41
Czechia 809601 14861 1.87 199595 12800 179 1.42 1.58
Indonesia 808340 10617 1.33 158143 23753 233 0.99 2.94
Romania 663799 4841 0.73 81013 16506 96 0.59 2.49
Belgium 660703 2048 0.31 39664 19992 56 0.28 3.03
Canada 648930 9237 1.44 149648 16735 140 0.84 2.58
Chile 633381 4205 0.67 52246 16974 61 0.36 2.68
Iraq 601424 669 0.11 19613 12877 8 0.06 2.14
Bangladesh 520690 785 0.15 22397 7734 16 0.21 1.49
Pakistan 499517 2007 0.40 44844 10598 40 0.38 2.12
Sweden 489471 7187 1.49 122351 9433 171 1.85 1.93
Philippines 483852 1769 0.37 27290 9364 8 0.09 1.94
Switzerland 477983 3219 0.68 73994 8230 52 0.64 1.72
Israel 477357 6309 1.34 107205 3596 44 1.24 0.75
Portugal 466709 10176 2.23 99757 7590 118 1.58 1.63
Morocco 450221 1543 0.34 37828 7685 40 0.52 1.71
Austria 376793 2063 0.55 41880 6641 73 1.11 1.76
Saudi Arabia 363582 97 0.03 2892 6282 4 0.06 1.73
Serbia 356125 2218 0.63 63485 3513 34 0.98 0.99
Hungary 337743 2907 0.87 41766 10440 115 1.11 3.09
Jordan 305163 1092 0.36 33649 3989 21 0.53 1.31
Japan 274947 7863 2.94 81194 3746 72 1.96 1.36
Panama 273037 3946 1.47 66727 4363 42 0.97 1.60
Nepal 264159 554 0.21 11685 1909 6 0.32 0.72
Georgia 236028 537 0.23 32025 2728 34 1.26 1.16
United Arab Emirates 224704 2950 1.33 33554 697 3 0.43 0.31
Azerbaijan 223417 532 0.24 27995 2869 24 0.84 1.28
Ecuador 219148 763 0.35 14145 14165 7 0.05 6.46
Croatia 217946 1098 0.51 27711 4304 38 0.89 1.97
Lebanon 210139 5440 2.66 55195 1570 4 0.26 0.75
Belarus 208601 1805 0.87 38953 1498 9 0.60 0.72
Bulgaria 208012 753 0.36 17985 8078 61 0.76 3.88
Kazakhstan 207683 843 0.41 17391 2838 57 2.05 1.37
Slovakia 201164 2980 1.50 55040 2788 71 2.61 1.39
Denmark 179170 1663 0.94 50296 1518 30 2.02 0.85
Dominican Republic 178538 1045 0.59 20609 2424 1 0.04 1.36
Costa Rica 177614 1207 0.68 20142 2305 19 0.83 1.30
Bolivia 171154 2263 1.34 22005 9328 24 0.26 5.45
Armenia 161415 361 0.22 9162 2908 7 0.24 1.80
Lithuania 156539 1989 1.29 50329 2119 43 2.07 1.35
Tunisia 154903 2649 1.74 37321 5108 56 1.11 3.30
Kuwait 153473 495 0.32 5942 940 2 0.21 0.61
Moldova 148669 375 0.25 15309 3122 16 0.52 2.10
Egypt 147810 1001 0.68 23530 8085 56 0.70 5.47
West Bank and Gaza 146074 822 0.57 26462 1559 23 1.50 1.07
Qatar 145466 195 0.13 3750 246 1 0.41 0.17
Greece 143494 717 0.50 13910 5195 49 0.95 3.62
Guatemala 142064 990 0.70 10002 4972 44 0.89 3.50
Slovenia 136629 2084 1.55 33074 2947 25 0.86 2.16
Ireland 135884 8227 6.44 57630 2327 20 0.87 1.71
Malaysia 131108 2643 2.06 40292 537 16 3.07 0.41
Oman 130070 0 0.00 3051 1505 0 0.00 1.16
Burma 129483 711 0.55 15285 2812 13 0.46 2.17
Ethiopia 127572 345 0.27 8547 1974 8 0.41 1.55
Honduras 125557 439 0.35 9345 3244 44 1.38 2.58
Venezuela 115667 345 0.30 6272 1056 4 0.38 0.91
Bosnia and Herzegovina 114920 1528 1.35 10039 4285 74 1.76 3.73
Paraguay 113994 1138 1.01 15698 2372 20 0.85 2.08
Libya 104002 487 0.47 10230 1568 10 0.64 1.51
Algeria 101657 275 0.27 7286 2798 6 0.21 2.75

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease TotalConfirmedinPast21Days Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
California 2619829 43474 1.69 817634 29106 540 1.89 1.11 66304.27 736.63 1 in 15
Texas 1923399 13308 0.70 352491 29645 147 0.50 1.54 66333.53 1022.39 1 in 15
Florida 1449252 19530 1.37 267769 22666 185 0.82 1.56 67476.94 1055.33 1 in 15
New York 1101445 19560 1.81 263734 39282 164 0.42 3.57 56619.20 2019.27 1 in 18
Illinois 1017322 9277 0.92 130517 19108 167 0.88 1.88 80282.23 1507.91 1 in 12
Ohio 762603 9535 1.27 156741 9544 82 0.87 1.25 65240.52 816.49 1 in 15
Georgia 736926 13296 1.84 160389 11314 84 0.75 1.54 69407.24 1065.61 1 in 14
Pennsylvania 708221 10216 1.46 164105 17376 203 1.18 2.45 55321.17 1357.29 1 in 18
Tennessee 640606 6369 1.00 136955 7618 126 1.68 1.19 93749.41 1114.86 1 in 11
North Carolina 602774 10028 1.69 136670 7328 115 1.59 1.22 57472.27 698.70 1 in 17
Arizona 596251 11658 1.99 153580 9938 197 2.02 1.67 78300.64 1305.07 1 in 13
Michigan 559655 3908 0.70 67780 13913 40 0.29 2.49 56039.15 1393.13 1 in 18
Indiana 552594 6095 1.12 99455 8892 69 0.78 1.61 82082.00 1320.81 1 in 12
Wisconsin 544618 4110 0.76 58254 5529 52 0.95 1.02 93537.86 949.60 1 in 11
New Jersey 516608 5769 1.13 93382 19756 110 0.56 3.82 58162.23 2224.23 1 in 17
Minnesota 431944 2374 0.55 40055 5688 48 0.85 1.32 76590.81 1008.58 1 in 13
Missouri 428006 4098 0.97 58765 6089 35 0.58 1.42 69737.03 992.11 1 in 14
Massachusetts 419721 8120 1.97 104795 12985 76 0.59 3.09 60395.83 1868.48 1 in 17
Alabama 394287 5057 1.30 78604 5191 111 2.19 1.32 80414.47 1058.70 1 in 12
Virginia 387917 5238 1.37 88529 5312 37 0.70 1.37 45447.38 622.34 1 in 22
Colorado 356110 3187 0.90 52003 5138 36 0.71 1.44 61838.22 892.21 1 in 16
South Carolina 344176 6064 1.79 77100 5695 34 0.60 1.65 66846.98 1106.10 1 in 15
Louisiana 341431 3377 1.00 58997 7833 105 1.36 2.29 73445.07 1684.95 1 in 14
Oklahoma 320586 5232 1.66 68826 2703 31 1.16 0.84 81018.03 683.10 1 in 12
Utah 301110 3793 1.28 54548 1381 22 1.62 0.46 93922.00 430.76 1 in 11
Maryland 299606 3732 1.26 53053 6216 43 0.70 2.07 49557.04 1028.17 1 in 20
Kentucky 296166 4737 1.63 58977 2856 13 0.46 0.96 66290.89 639.26 1 in 15
Iowa 294762 1573 0.54 30055 4124 59 1.45 1.40 93424.87 1307.10 1 in 11
Washington 268607 4595 1.74 48339 3699 65 1.79 1.38 35273.90 485.76 1 in 28
Arkansas 248860 2944 1.20 51439 3966 40 1.02 1.59 82463.36 1314.19 1 in 12
Nevada 243661 2865 1.19 44404 3394 55 1.65 1.39 79106.71 1101.89 1 in 13
Kansas 243648 5277 2.21 40063 3141 121 4.01 1.29 83632.59 1078.15 1 in 12
Mississippi 233665 5430 2.38 43254 5101 88 1.76 2.18 78512.53 1713.96 1 in 13
Connecticut 205994 3236 1.60 43212 6324 37 0.59 3.07 57777.68 1773.77 1 in 17
Nebraska 174614 1023 0.59 19869 1733 -78 -4.31 0.99 90267.41 895.88 1 in 11
New Mexico 153456 1637 1.08 25956 2710 30 1.12 1.77 73184.79 1292.43 1 in 14
Idaho 148258 1085 0.74 20040 1523 6 0.40 1.03 82730.26 849.86 1 in 12
Oregon 122847 1762 1.46 22539 1575 7 0.45 1.28 29126.28 373.42 1 in 34
South Dakota 102580 448 0.44 8808 1556 12 0.78 1.52 115954.28 1758.87 1 in 9
West Virginia 97898 1896 1.97 28147 1554 36 2.37 1.59 54778.93 869.54 1 in 18
Rhode Island 97614 1023 1.06 19802 1916 6 0.31 1.96 92144.23 1808.64 1 in 11
North Dakota 94438 282 0.30 4884 1352 11 0.82 1.43 123924.30 1774.13 1 in 8
Montana 85568 818 0.97 9576 1049 11 1.06 1.23 80061.53 981.49 1 in 12
Puerto Rico 82067 2169 2.71 15935 1592 4 0.25 1.94 25696.58 498.48 1 in 39
Delaware 63503 554 0.88 14394 957 8 0.84 1.51 65213.95 982.78 1 in 15
New Hampshire 50152 891 1.81 15192 846 19 2.30 1.69 36884.31 622.19 1 in 27
Alaska 49639 411 0.83 6287 223 0 0.00 0.45 67855.02 304.83 1 in 15
Wyoming 46647 479 1.04 5288 489 0 0.00 1.05 80598.31 844.91 1 in 12
District of Columbia 31107 357 1.16 5003 809 1 0.12 2.60 44076.58 1146.30 1 in 23
Maine 28407 782 2.83 10070 426 41 10.65 1.50 21132.83 316.91 1 in 47
Hawaii 23180 283 1.24 2957 303 4 1.34 1.31 16371.54 214.00 1 in 61
Vermont 8619 216 2.57 2376 156 1 0.65 1.81 13812.74 250.00 1 in 72

US Tested- Confirmed Funnel (All States)

State Level Figures

State Tested Confirmed ConfirmationRate TestedinPast21Days ConfirmedinPast21Days ConfirmationRateForPast21Days TestsPerMillPopl
1 California 35027330 2619829 7.48 6286303 817634 13.01 886493.5
2 Texas 14532743 1923399 13.23 2000399 352491 17.62 501200.3
3 Florida 16592877 1449252 8.73 2198057 267769 12.18 772561.7
4 New York 26816135 1101445 4.11 3886704 263734 6.79 1378469.2
5 Illinois 13922611 1017322 7.31 1663016 130517 7.85 1098706.4
6 Ohio 8033268 762603 9.49 856204 156741 18.31 687244.4
7 Georgia 5583994 736926 13.20 679948 160389 23.59 525927.4
8 Pennsylvania 4055642 708221 17.46 398113 164105 41.22 316797.8
9 Tennessee 5875526 640606 10.90 678668 136955 20.18 859853.1
10 North Carolina 7406550 602774 8.14 1139823 136670 11.99 706187.1
11 Arizona 3017154 596251 19.76 411362 153580 37.33 396217.5
12 Michigan 8463228 559655 6.61 824760 67780 8.22 847436.6
13 Indiana 6005403 552594 9.20 848387 99455 11.72 892039.2
14 Wisconsin 5558502 544618 9.80 553918 58254 10.52 954669.8
15 New Jersey 8191028 516608 6.31 1095323 93382 8.53 922185.6
16 Minnesota 5597732 431944 7.72 673805 40055 5.94 992570.4
17 Missouri 3773583 428006 11.34 341792 58765 17.19 614847.6
18 Massachusetts 11525766 419721 3.64 1518000 104795 6.90 1658502.2
19 Alabama 1944233 394287 20.28 179483 78604 43.79 396524.5
20 Virginia 4500002 387917 8.62 668319 88529 13.25 527208.9
21 Colorado 4692994 356110 7.59 721130 52003 7.21 814934.7
22 South Carolina 3398114 344176 10.13 553219 77100 13.94 659992.8
23 Louisiana 4399258 341431 7.76 473744 58997 12.45 946322.4
24 Oklahoma 2797914 320586 11.46 354067 68826 19.44 707084.8
25 Utah 2349366 301110 12.82 257672 54548 21.17 732812.5
26 Maryland 6029482 299606 4.97 824328 53053 6.44 997320.7
27 Kentucky 3300295 296166 8.97 311716 58977 18.92 738705.6
28 Iowa 1192481 294762 24.72 52888 30055 56.83 377957.1
29 Washington 3987138 268607 6.74 1221734 48339 3.96 523597.4
30 Arkansas 2142739 248860 11.61 229291 51439 22.43 710027.6
31 Nevada 2198483 243661 11.08 282435 44404 15.72 713757.0
32 Kansas 1051207 243648 23.18 120401 40063 33.27 360828.6
33 Mississippi 1417243 233665 16.49 147172 43254 29.39 476200.3
34 Connecticut 4619970 205994 4.46 674322 43212 6.41 1295819.9
35 Nebraska 1825632 174614 9.56 216247 19869 9.19 943767.8
36 New Mexico 2061985 153456 7.44 252692 25956 10.27 983382.5
37 Idaho 557144 148258 26.61 38019 20040 52.71 310895.0
38 Oregon 2786624 122847 4.41 370820 22539 6.08 660691.7
39 South Dakota 381792 102580 26.87 23226 8808 37.92 431569.7
40 West Virginia 1629977 97898 6.01 252905 28147 11.13 912055.4
41 Rhode Island 2115967 97614 4.61 298607 19802 6.63 1997399.4
42 North Dakota 1273911 94438 7.41 80255 4884 6.09 1671663.2
43 Montana 831887 85568 10.29 84085 9576 11.39 778353.4
45 Delaware 1039419 63503 6.11 156500 14394 9.20 1067423.9
46 New Hampshire 1085829 50152 4.62 136092 15192 11.16 798573.4
47 Alaska 1337749 49639 3.71 152827 6287 4.11 1828662.6
48 Wyoming 528137 46647 8.83 64384 5288 8.21 912533.5
49 District of Columbia 943818 31107 3.30 130916 5003 3.82 1337328.1
50 Maine 1172721 28407 2.42 147081 10070 6.85 872422.7
51 Hawaii 856526 23180 2.71 98199 2957 3.01 604945.9
52 Vermont 743851 8619 1.16 102955 2376 2.31 1192089.9

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 4998160 494985 1963 0.40 9.90 3436 466 54677 25665 5.19
Veneto 3430733 280719 3388 1.22 8.18 2549 357 90950 7263 2.59
Piemonte 1723609 204627 845 0.41 11.87 2757 176 17545 8133 3.97
Campania 2117641 197255 984 0.50 9.31 1395 100 75146 3079 1.56
Emilia-Romagna 2669612 186913 2026 1.10 7.00 2691 245 56848 8210 4.39
Lazio 2805922 176372 1613 0.92 6.29 2871 309 77855 4060 2.30
Toscana 1945061 123950 452 0.37 6.37 807 139 9235 3830 3.09
Sicilia 1284101 104483 1842 1.79 8.14 1246 200 39672 2664 2.55
Puglia 1099615 98952 1349 1.38 9.00 1362 163 53922 2621 2.65
Liguria 735330 62874 400 0.64 8.55 717 67 5205 2980 4.74
Friuli Venezia Giulia 973526 54576 633 1.17 5.61 671 64 12576 1862 3.41
Marche 565788 45440 564 1.26 8.03 532 68 14012 1676 3.69
Abruzzo 534132 37038 160 0.43 6.93 480 36 11097 1269 3.43
Sardegna 502097 33188 243 0.74 6.61 504 50 17065 810 2.44
P.A. Bolzano 373746 30877 163 0.53 8.26 208 24 11351 769 2.49
Umbria 522585 30354 215 0.71 5.81 280 43 4108 648 2.13
Calabria 456555 26102 355 1.38 5.72 250 21 8960 508 1.95
P.A. Trento 465019 23153 80 0.35 4.98 355 46 1930 998 4.31
Basilicata 191560 11628 157 1.37 6.07 95 4 6486 269 2.31
Valle d’Aosta 64477 7464 25 0.34 11.58 54 1 425 388 5.20
Molise 120247 6940 76 1.11 5.77 53 8 1324 209 3.01

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Quebec 223106 2588 1.17 8606 44 0.51 3.86 26131.94 1008.00 1 in 38
Ontario 212962 4271 2.05 4909 38 0.78 2.31 14475.56 333.68 1 in 69
Alberta 109652 1183 1.09 1241 24 1.97 1.13 24846.67 281.21 1 in 40
British Columbia 56632 617 1.10 988 18 1.86 1.74 11080.59 193.31 1 in 90
Manitoba 25963 221 0.86 726 9 1.26 2.80 18847.68 527.04 1 in 53
Saskatchewan 17474 336 1.96 184 7 3.95 1.05 14787.60 155.71 1 in 68
Nova Scotia 1526 2 0.13 65 0 0.00 4.26 1561.19 66.50 1 in 641
New Brunswick 735 18 2.51 9 0 0.00 1.22 942.32 11.54 1 in 1061
Newfoundland and Labrador 392 0 0.00 4 0 0.00 1.02 751.87 7.67 1 in 1330
Nunavut 266 0 0.00 1 0 0.00 0.38 NA NA 1 in NA
Prince Edward Island 102 0 0.00 0 0 NaN 0.00 644.92 0.00 1 in 1551
Yukon 70 1 1.45 1 0 0.00 1.43 1704.08 24.34 1 in 587
Northwest Territories 24 0 0.00 0 0 NaN 0.00 534.47 0.00 1 in 1871
Repatriated Travellers 13 0 0.00 0 0 NaN 0.00 NA NA 1 in NA

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Deaths)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 66817.77 1127.06 1 in 15
India 7777.01 112.45 1 in 129
Brazil 38288.14 962.54 1 in 26
Russia 22983.83 415.69 1 in 44
United Kingdom 44645.45 1203.57 1 in 22
France 41868.08 1008.60 1 in 24
Turkey 28555.64 277.81 1 in 35
Italy 37002.15 1288.21 1 in 27
Spain 43942.56 1111.74 1 in 23
Germany 23017.73 483.42 1 in 43
Colombia 35776.81 925.84 1 in 28
Argentina 38476.44 1000.07 1 in 26
Mexico 11671.29 1022.21 1 in 86
Poland 35956.95 805.00 1 in 28
Iran 15703.72 690.22 1 in 64
South Africa 21025.56 571.67 1 in 48
Ukraine NA NA 1 in NA
Peru 31898.66 1182.75 1 in 31
Netherlands 50702.15 714.14 1 in 20
Czechia 76018.87 1201.88 1 in 13

US Detailed State and County Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the state/ county level in USA.

Epidemic Curve: Delta in Confirmed Cases in US States

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various US states. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 30 states in USA as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in US States

Number of Deaths in the past 24 hrs

Top 100 US Counties with the Highest Cases and Deaths

All NYC boroughs are mentioned together as New York County

County State Confirmations Deaths FatalityRate
Los Angeles California 889405 11863 1.33
Cook Illinois 413504 8684 2.10
Maricopa Arizona 367856 5695 1.55
Miami-Dade Florida 321555 4332 1.35
Harris Texas 256046 3522 1.38
San Bernardino California 219691 1486 0.68
Dallas Texas 211779 2151 1.02
Riverside California 208177 2218 1.07
Clark Nevada 185829 2566 1.38
San Diego California 185062 1771 0.96
Orange California 181922 1998 1.10
Tarrant Texas 170730 1703 1.00
Broward Florida 147944 1903 1.29
Queens New York 138603 7622 5.50
Kings New York 135829 7860 5.79
Bexar Texas 129146 1799 1.39
Salt Lake Utah 115315 593 0.51
Suffolk New York 110209 2423 2.20
El Paso Texas 102055 1760 1.72
Nassau New York 99439 2462 2.48
Philadelphia Pennsylvania 98541 2599 2.64
Milwaukee Wisconsin 95594 1013 1.06
Bronx New York 93440 5181 5.54
Franklin Ohio 90416 700 0.77
Palm Beach Florida 90058 1943 2.16
Hennepin Minnesota 89708 1434 1.60
Wayne Michigan 89136 3743 4.20
Orange Florida 84854 777 0.92
Hillsborough Florida 84714 1118 1.32
Middlesex Massachusetts 83698 2819 3.37
Santa Clara California 80466 843 1.05
Pima Arizona 79190 1216 1.54
Marion Indiana 76360 1229 1.61
Westchester New York 76089 1713 2.25
Cuyahoga Ohio 75837 937 1.24
Kern California 74732 523 0.70
St. Louis Missouri 73847 1466 1.99
Utah Utah 73250 226 0.31
Fresno California 72557 711 0.98
Sacramento California 72342 955 1.32
Shelby Tennessee 71590 1009 1.41
Mecklenburg North Carolina 69101 607 0.88
Duval Florida 68971 769 1.11
King Washington 67932 1105 1.63
New York New York 66790 3369 5.04
Davidson Tennessee 66301 614 0.93
DuPage Illinois 65385 1099 1.68
Oakland Michigan 64666 1717 2.66
Essex Massachusetts 64512 1776 2.75
Gwinnett Georgia 63999 614 0.96
Oklahoma Oklahoma 63058 457 0.72
Providence Rhode Island 62846 1436 2.28
Fulton Georgia 62696 810 1.29
Fairfield Connecticut 61285 1779 2.90
Suffolk Massachusetts 59640 1412 2.37
Allegheny Pennsylvania 59339 1143 1.93
Prince George’s Maryland 58316 1129 1.94
Alameda California 57921 729 1.26
Jefferson Alabama 57609 776 1.35
Hamilton Ohio 56256 425 0.76
Douglas Nebraska 56024 541 0.97
Jefferson Kentucky 55612 555 1.00
Travis Texas 55406 568 1.03
Will Illinois 55181 824 1.49
Collin Texas 54623 397 0.73
Hidalgo Texas 54600 2247 4.12
Tulsa Oklahoma 52587 444 0.84
New Haven Connecticut 52278 1627 3.11
Hartford Connecticut 51890 1921 3.70
Macomb Michigan 51779 1678 3.24
Denver Colorado 50957 694 1.36
Lake Illinois 50662 853 1.68
Bergen New Jersey 50468 2368 4.69
Essex New Jersey 50328 2425 4.82
San Joaquin California 50156 696 1.39
Montgomery Maryland 49806 1169 2.35
Pinellas Florida 49771 1117 2.24
Cobb Georgia 49714 603 1.21
Wake North Carolina 49110 361 0.74
Ventura California 49083 313 0.64
Middlesex New Jersey 48776 1749 3.59
Fairfax Virginia 47891 699 1.46
Worcester Massachusetts 47879 1613 3.37
Hudson New Jersey 47326 1745 3.69
Erie New York 46109 1282 2.78
Kent Michigan 45622 585 1.28
Contra Costa California 44967 371 0.83
Lee Florida 44395 708 1.59
Bernalillo New Mexico 43807 636 1.45
Kane Illinois 43691 642 1.47
Lubbock Texas 43553 597 1.37
El Paso Colorado 43540 617 1.42
Polk Iowa 43511 424 0.97
Sedgwick Kansas 43349 407 0.94
Greenville South Carolina 43176 554 1.28
Denton Texas 42708 372 0.87
Johnson Kansas 42456 517 1.22
Lake Indiana 42196 640 1.52
Adams Colorado 42174 538 1.28
Passaic New Jersey 41857 1505 3.60

Overall US Choropleth Map

Choropleths are an ideal way to visualize the past/ current COVID-19 hotspots within a country. The below were the overall (not current) hotspots in the US.

County level COVID-19 Confirmations Map

Canada Detailed Province Level Curves

This section of the report might be of interest to people who want an an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic at the province level in Canada.

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in the most affected Canadian provinces- Quebec, Ontario, Alberta and British Columbia. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Epidemic Curve: Delta in Confirmed Cases in Canadian Provinces

Number of New Cases in the past 24 hrs

Epidermic Curve: Delta in Deaths in Canadian Provinces

Number of Deaths in the past 24 hrs

Data Sources

Github Repo: CSSEGISandData, The NY Times, amodm/api-covid19-in and pcm-dpc